dr. ir. Michiel Hermans
No current affiliation with UGent
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Photonic delay systems as machine learning implementations
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- Journal Article
- A1
- open access
Trainable hardware for dynamical computing using error backpropagation through physical media
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- Journal Article
- A1
- open access
Memristor models for machine learning
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Optoelectronic systems trained with backpropagation through time
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- Journal Article
- A1
- open access
Automated design of complex dynamic systems
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- Journal Article
- A1
- open access
MACOP modular architecture with control primitives
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- PhD Thesis
- open access
Expanding the theoretical framework of reservoir computing
(2012) -
- Journal Article
- A1
- open access
Recurrent kernel machines : computing with infinite echo state networks
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Building robots as a tool to motivate students into an engineering education
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- Conference Paper
- P1
- open access
Memory in reservoirs for high dimensional input